Papers
12094 papers
ICLR2025
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens
Summary pending...
Long-contextLarge Language ModelsQuestion Answering
ICLR2025
Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
Summary pending...
AI securitymodel inversion attackinformation bottleneck
ICLR2025
Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
Summary pending...
Length GeneralizationTransformersScratchpad
ICLR2025
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
Summary pending...
Tabular DataBenchmarksReality Check
ICLR2025
Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms
Summary pending...
Multi-Armed BanditsEvaluation of generative modelsKernel-based evaluation scores
ICLR2025
LASeR: Towards Diversified and Generalizable Robot Design with Large Language Models
Summary pending...
Robot Design AutomationLarge Language ModelVoxel-Based Soft Robot
ICLR2025
Long Context Compression with Activation Beacon
Summary pending...
Context CompressionLong Context LLMsLLM Memory
ICLR2025
Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron
Summary pending...
Large Language ModelsAlignmentSafety
ICLR2025
SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization
Summary pending...
Offline OptimizationBlack-Box OptimizationStability
ICLR2025
Distribution-Free Data Uncertainty for Neural Network Regression
Summary pending...
deep learninguncertainty quantificationregression uncertainty
ICLR2025
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
Summary pending...
chain-of-thoughtlarge language modelsoffline policy evaluation
ICLR2025
Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure
Summary pending...
deep learning theoryrandom featuresGaussian equivalence
ICLR2025
NetMoE: Accelerating MoE Training through Dynamic Sample Placement
Summary pending...
Mixture of ExpertsAll-to-All communicationDistributed training
ICLR2025
Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering
Summary pending...
in-context learningorder sensitivityLLMs
ICLR2025
Think Then React: Towards Unconstrained Action-to-Reaction Motion Generation
Summary pending...
Human Reaction Generation3D Human MotionLarge Language Model
ICLR2025
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
Summary pending...
evaluationefficientscalability
ICLR2025
Language Imbalance Driven Rewarding for Multilingual Self-improving
Summary pending...
Large Language ModelSelf-ImprovingMultilinguality
ICLR2025
HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere
Summary pending...
Face RecognitionHypersphere OptimizationPrivacy
ICLR2025
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
Summary pending...
Web AgentWorld ModelDigital Agent
ICLR2025
DPLM-2: A Multimodal Diffusion Protein Language Model
Summary pending...
protein foundation modeldiffusion language modelmultimodal language model